business-intelligence

Use when a metric (revenue, MRR, margin) needs defining once in a governed semantic layer so every dashboard, report and agent returns the same number, or when an LLM must answer data questions in plain language without hallucinating SQL. NOT chart layout (that is dashboard), NOT which KPIs to track (that is kpi-framework), NOT a hand-written query (that is sql).